Table of Contents
- Necessity of Analytics Across IoT
- Up and Running with Data Analytics Fundamentals
- Setting Up IoT Analytics Environment
- Managing Data Pipeline and Cleaning
- Designing Data Lake and Executing Data Transformation
- Implementing Descriptive Analytics Using Pandas
- Time Series Forecasting and Predictions
- Monitoring and Preventive Maintenance
- Model Deployment on Edge Devices
- Understanding Edge Computing with MicroPython
- IoT Analytics for Self-driving Vehicles